28 Best Tweets About Agentic SEO (2026)

Explore the best tweets about agentic SEO, featuring autonomous research, content operations, technical audits, workflows, safeguards, and measurable results.

SEO agents and agentic workflows with clear tasks, tools, human oversight, safeguards, operating costs, limitations, and demonstrated outcomes.

Creators
21
Updated

What 28 top Agentic SEO posts reveal

The conversation presents agentic SEO as a set of workflows for research, content production, publishing and diagnostics, rather than a replacement for strategy. Posts also describe human review and quality controls, alongside a shift toward structured, transaction-ready information for agentic search and commerce.

Dominant tone
Positive

78.6% of posts

Median score
9.79

All-time engagement

Leading format
Case Study

32.1% of posts

Recent posts
35.7%

Published in 90 days

Conversation map

The themes creators return to

SEO research and content-production agents

Agents automate competitor and SERP research, keyword/content-gap discovery, briefing, drafting, optimization, internal linking, publishing, refreshing, and indexing workflows.

64.3%

Agentic search, web access, and protocols

The web shifts from human browsing toward agents that retrieve, evaluate, and act through APIs, structured data, MCP, WebMCP, A2A, UCP, and crawler access.

28.6%

Agent architecture, tools, and shared memory

Persistent skills, specialist subagents, MCP/API connectors, shared knowledge stores, orchestration layers, queues, and model-swappable systems support repeatable SEO operations.

25%

Agentic commerce and transactional visibility

SEO expands to helping shopping and booking agents parse pricing, availability, product feeds, merchant data, reviews, and structured information to recommend or transact.

25%

Automation economics and reported outcomes

Posts quantify faster research and optimization, low per-query or per-workflow costs, reduced manual effort, traffic gains, and client-delivery efficiency.

25%

Answer-engine and AI-search optimization

Workflows target citations and visibility in ChatGPT, Perplexity, Claude, Gemini, AI Overviews, and AI Mode through question research, structured content, and AI visibility tracking.

21.4%

Human oversight, quality gates, and limits

Posts stress that agents accelerate execution but do not replace customer understanding, strategy, editorial judgment, relationship building, or review controls.

21.4%

Search Console diagnostics and live optimization loops

Agents use GSC and other live performance signals to diagnose traffic changes, identify opportunities or decay, prioritize fixes, and continuously refresh content.

21.4%

Tone and stance

Sentiment Positive leads
Author posture Supportive leads

Performance benchmark

Median likes
26
Median reposts
3
Median replies
7
Median views
2.3K

Posts with media make up 64.3% of this collection. Their median all-time score is 15.9, compared with 6.66 for text-only posts.

Format mix

  • Case Study 32.1% · score 9.90
  • Announcement 28.6% · score 10.5
  • Opinion 21.4% · score 6.66
  • Tutorial 14.3% · score 36.7

Where creators agree, and where they do not

Shared view

Agents automate the SEO operating loop

Posts describe agents researching competitors and SERPs, mapping content, drafting and publishing, then using content gaps and Search Console signals to refresh work. The recurring model is an execution loop rather than a one-off prompt.

Shared view

Live performance data closes the loop

Search Console is positioned as an input for diagnosing losses, finding opportunities and prioritizing recovery work; one workflow combines specialist analyses into an executive report and recovery plan.

Shared view

Architecture matters beyond prompts

Contributors emphasize persistent skills, connectors and reusable decision logic. Shared tools, memory and operating layers are presented as ways to make workflows repeatable instead of starting each task from scratch.

Shared view

Agentic search changes site requirements

Several posts argue that agents retrieve through APIs, feeds and structured data, shifting optimization toward parseable information, crawler access, accurate merchant data and direct action.

Open debate

Autonomy versus human quality gates

One post argues AI can review better than many SEOs while still sending drafts for its author’s review. Others explicitly retain human gates and warn that ungated autonomous content can produce poor indexed output.

Open debate

Execution gains do not replace SEO judgment

The optimistic workflow posts focus on automating research and production, whereas critical voices say AI cannot understand customers, build relationships or replace strategic adaptation and long-term SEO expertise.

Open debate

Commerce opportunity, with operational friction

Agentic commerce is presented as a new visibility and transaction channel, but agents may fail where pricing is hidden or difficult to interpret. Structured information is therefore presented as both an opportunity and a constraint.

Patterns behind standout posts

Tutorials led the format benchmark

Tutorials had the highest supplied median all-time score, 36.68, versus 9.899 for case studies and 10.53 for announcements. The cited tutorials present workflows with tools, steps or operating-cost claims.

Execution claims produced major outliers

The largest supplied score outliers focused on a marketing-agent stack, a claimed reduction in SEO-research time, and a competitor-to-publishing workflow. Their scores were 963.75, 510.96 and 279.19 respectively.

Costed diagnostics make the case tangible

Specific operating economics appear in practical examples: one GSC agent reports per-query and monthly estimates, while another workflow prices competitor research, page reading and keyword discovery as an approximately eight-cent sequence.

Statistical standouts

  1. View standout post 1 Score 963.8 · 98.44× median
  2. View standout post 2 Score 511.0 · 52.19× median
  3. View standout post 3 Score 279.2 · 28.52× median
  4. View standout post 4 Score 216.3 · 22.09× median
  5. View standout post 5 Score 63.7 · 6.51× median

Who shapes this conversation

The five most represented creators account for 35.7% of the selected posts.

  1. 1. Aleyda Solis 🕊️

    @aleyda

    2 posts

  2. 2. Cody Schneider

    @codyschneider

    2 posts

  3. 3. Harshil Tomar

    @Hartdrawss

    2 posts

  4. 4. Jan-Willem Bobbink

    @jbobbink

    2 posts

  5. 5. Julian Goldie SEO

    @JulianGoldieSEO

    2 posts

  6. 6. Marie Haynes

    @Marie_Haynes

    2 posts

Cody Schneider foregrounds deployable loops

Cody Schneider’s two posts center on end-to-end content operations: competitor analysis and publishing, followed by refreshes using Search Console and content-gap signals; a second post extends the stack across agency delivery.

Aleyda Solis spotlights agentic commerce

Aleyda Solis’ posts focus on the strategic implications of agents interacting through APIs, product feeds and structured data, and on optimization for direct action rather than clicks alone.

Harshil Tomar makes safeguards explicit

Harshil Tomar describes an AEO pipeline with quality scoring and a separate architecture post with a review queue and human gate at every stage, making controls part of the claimed production system.

Since the previous snapshot

What changed since Aug 13, 2026

  • 78.6% of the selected posts remained.
  • The creator count changed by -4.
  • The leading sentiment remained stable.
How this analysis was made

Themes, sentiment, stance, and post format are classified per tweet. All counts, shares, medians, creator concentration, freshness, and performance comparisons are then calculated directly from the published snapshot.

Xholic's all-time score compares engagement while accounting for reach, post age, and creator consistency. It is used for relative comparisons within this collection.

This report analyzes the exact 28-post snapshot shown below. AI identifies editorial categories and drafts explanations; all statistics are calculated from the snapshot, and every narrative claim is checked against cited posts before publication.

Top Agentic SEO tweets from 21 creators

Ranked 01–28

  1. 01

    @gregisenberg ·

    Marketing agents are the NEW coding agents. It's code in the cloud that makes decisions off your live business data on a loop. It researches, acts, reads the results, improves, and goes again. Picture an agent that runs your entire Facebook ad account by itself. It researches

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    • 145 Replies
    • 115 Reposts
    • 1.3K Likes
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  2. 02

    @robj3d3 ·

    You cannot convince me we don't already have AGI. Claude Code + ahrefs API is automating my SEO research in 10 minutes when it used to take months.

    • 80 Replies
    • 28 Reposts
    • 775 Likes
    • 164.2K Views
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  3. 03

    @codyschneider ·

    you can just remix all your competitors website content in a weekend now with an SEO agent how find your 10 competitors find their sitemaps build a composite database of all their pages build a content map of what you should write about research what is ranking page one for

    • 12 Replies
    • 7 Reposts
    • 210 Likes
    • 11.8K Views
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  4. 04

    @Charles_SEO ·

    What Claude skills are you using for SEO? Here's my FULL, custom built stack for reverse engineering SERPs to building the most detailed briefs you've ever seen... These aren't generic prompts, they're custom Skills I built specifically for how I do SEO, loaded into Claude as

    • 23 Replies
    • 12 Reposts
    • 188 Likes
    • 13.4K Views
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  5. 05

    @aleyda ·

    💸 Agentic Commerce: What SEOs Need To Consider (ACP & UCP) - Excellent analysis by @alexmoss going through: How SEOs must now include the agent as an additional consideration, taking into account that AI agents don’t browse pages but instead query APIs, parse product feeds, and

    • 12 Replies
    • 28 Reposts
    • 145 Likes
    • 11.5K Views
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  6. 06

    @codyschneider ·

    if you're a marketing agency owner and trying to reduce headcount you need to be deploying marketing agents they can run facebook ads create statics with nano banana and seed dance 2, both on kie ai upload via marketing api to ad account tun off losers, promote winners,

    • 9 Replies
    • 2 Reposts
    • 83 Likes
    • 6.6K Views
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  7. 07

    @Marie_Haynes ·

    The traditional web of human browsing is ending and being replaced by the Agentic web. Google has outlined several new AI protocols that we need to understand including MCP, A2A and UCP. WebMCP will allow agents to use the functionality of your website without even rendering the

    • 10 Replies
    • 17 Reposts
    • 87 Likes
    • 23.9K Views
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  8. 08

    @jbobbink ·

    I wanted to test why the AI in GSC is so useless. So I built a GSC agent with 16 subagents of my own. Weekend mornings are for gaming. Mine just happen to involve Google Search Console. I connected Google's Agent Development Kit and Gemini 2.5 to GSC and built what I call GSC

    • 6 Replies
    • 3 Reposts
    • 29 Likes
    • 3.8K Views
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  9. 09

    @aleyda ·

    🤖 This week Google announced a new user agent just for agents - @Marie_Haynes covered this release in a must read piece: Why Google’s New “Google-Agent” is the Biggest Mindset Shift in SEO History, the web is becoming agentic and why this is the most exciting time to be in SEO:

    • 8 Replies
    • 15 Reposts
    • 84 Likes
    • 6.7K Views
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  10. 10

    @fba ·

    I'm installing SEO agents for my own wordpress websites. With this, I don't need a person to review anything, since AI is going to be able to review it better than most SEOs I know. Also, it does light rewrites of metas and pushes draft to further review by me p.s. am still a

    • 6 Replies
    • 3 Reposts
    • 53 Likes
    • 6.8K Views
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  11. 11

    @illyism ·

    The new Agent A by @ahrefs is a pretty easy way to use the MCP / API I tried this prompt and it made a full PDF report 👇 Let's do a blog SEO audit - grab our top pages filtered on /blog - for each top keyword, grab the volume x cpc to calculate potential max value and sort the

    • 3 Replies
    • 1 Reposts
    • 26 Likes
    • 3.1K Views
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  12. 12

    @Hartdrawss ·

    We just built a full AEO pipeline for a US family office. To simply explain; AEO = Answer Engine Optimisation. Instead of ranking on Google, the goal is to get cited inside ChatGPT, Perplexity, Claude and Gemini. Here’s the system we built: - Discovery Layer: Pulled quick-win

    • 13 Replies
    • 5 Reposts
    • 30 Likes
    • 2.6K Views
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  13. 13

    @brodieseo ·

    Fascinating AI SEO read on where agents can get stuck on your website. Including details of how pricing breaks first-party sites, hidden pricing, along with the core reasons for why they fail. → Where AI agents get stuck on your site via @Kevin_Indig https://t.co/qTllIJgb2z

    • 7 Replies
    • 2 Reposts
    • 35 Likes
    • 3.4K Views
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  14. 14

    @Hartdrawss ·

    we kicked off two $10,000+ client builds this week in spaces most agencies haven't touched yet. here's what the strategy and the architecture actually looked like. AEO pipeline for a US family office: Ahrefs flagged something recently that stopped me mid-scroll - websites with

    • 10 Replies
    • 3 Reposts
    • 20 Likes
    • 1.5K Views
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  15. 15

    @johncalhooon ·

    New workflow I've been running: 1. Claude researches my competitors → x402agency SEO Agent ($0.0025) 2. Reads their landing pages as markdown → x402agency Reader Agent ($0.003) 3. Finds keywords I'm missing → SEO Agent ($0.075) What it found: - Forbes: "Stripe, Visa, Mastercard

    • 1 Replies
    • 3 Reposts
    • 26 Likes
    • 1.3K Views
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  16. 16

    @natmiletic ·

    Thinking about hiring an agency vs. automating SEO with AI? Here's what AI can do: • Write drafts • Suggest keywords • Speed up research Here's what it can't do: • Understand your actual customers • Build real relationships for links • Pivot strategy when needed Tools amplify

    • 15 Replies
    • 3 Reposts
    • 24 Likes
    • 1.2K Views
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  17. 17

    @connections8 ·

    If I see one more "I replaced my entire SEO agency with 8 prompts" post, I’m going to lose it. 🙃 Let’s be real: The person posting it usually doesn’t work in SEO. They’ve never ranked for a slightly competitive keyword. There is never a long term SEO case study. AI is a

    • 8 Replies
    • 2 Reposts
    • 26 Likes
    • 1.6K Views
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  18. 18

    @jbobbink ·

    Your entire SEO strategy is based on outdated data. And your favorite keyword tool is the reason why. Every major data provider sells you the same thing: historical search volume. Averages based on months of old clicks and queries. Packaged in pretty graphs that make you feel

    • 2 Replies
    • 2 Reposts
    • 9 Likes
    • 1.2K Views
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  19. 19

    @realzachbabcock ·

    AI Agentic team setup update: - Most of the day was invested in debugging new features on the Podcast AI SaaS - Built my CEO Agent: Master command layer. Reads everything, routes tasks, builds all agent docs, final QC before anything ships. That’s me. - Built my SaaS Builder

    • 7 Replies
    • 0 Reposts
    • 10 Likes
    • 204 Views
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  20. 20

    @samuelthompson ·

    real world agent use building personalized sales decks that pull in prospects existing SEO/GEO data we go through last 12 month performance, current rankings, and technical audit with them live on their discovery call great way to make "our SEO isn't working" actually mean

    • 3 Replies
    • 1 Reposts
    • 9 Likes
    • 2K Views
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  21. 21

    @aaditsh ·

    Bots used to be junk traffic. Now they can buy things. Every company has spent money trying to block bots. Captchas, rate limits, fraud detection. For 20 years, the playbook was simple: block everything that isn't human. But AI agents can browse, compare, and buy things on

    • 11 Replies
    • 4 Reposts
    • 21 Likes
    • 3.8K Views
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  22. 22

    @GaryLHenderson ·

    Build AI tools that you actually use! This is my Blog Writer that uses 22 different agents, crawls high ranking sites for our ideal keyword, and designs all images. All I have to do is give the seed topic

    • 4 Replies
    • 2 Reposts
    • 9 Likes
    • 261 Views
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  23. 23

    @semrush ·

    Google announced new agentic capabilities coming to Search – including information agents that monitor the web on a user's behalf and Universal Cart that aggregates products from multiple retailers and services in one place. The bigger shift isn’t the feature set. It’s where

    • 2 Replies
    • 3 Reposts
    • 13 Likes
    • 1.2K Views
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  24. 24

    @semrush ·

    Google has made agentic restaurant booking through AI Mode globally available. Users can now describe what they want, and Google finds options, checks availability, and takes them straight to booking. The path from search to reservation is now a single interaction. This

    • 2 Replies
    • 0 Reposts
    • 14 Likes
    • 974 Views
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  25. 25

    @sharyph_ ·

    I Automated My 60-Minute Optimization Process to 60 Seconds Every week I spent over an hour optimizing blog posts: → Checking title lengths (under 60 chars) → Writing meta descriptions (155-160 chars exactly) → Creating URL slugs → Writing TL;DR summaries → Converting headings

    • 1 Replies
    • 1 Reposts
    • 6 Likes
    • 986 Views
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  26. 26

    @Marie_Haynes ·

    This week we saw so many things get set up as we transition to a new era of the web - the agentic web. I did something different with my newsletter this week. I asked Gemini to look at the transcripts from my client calls and Search Bar meetings and pull out the actionable

    • 0 Replies
    • 1 Reposts
    • 2 Likes
    • 596 Views
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  27. 27

    @JulianGoldieSEO ·

    STOP USING AI AGENTS LIKE SEPARATE CHATBOTS. The real advantage comes when every agent shares the same tools, memory, and operating system. The Agent OS Setup: → Automate SEO content and publish directly to WordPress or Netlify → Generate AI avatar videos, images, and code

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    • 1 Replies
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    • 2 Likes
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  28. 28

    @JulianGoldieSEO ·

    I BUILT A 4-AGENT SEO MACHINE THAT PUBLISHES RANKING CONTENT IN ONE CLICK One site hit 278 clicks per day. The workflow behind it is the part most SEOs are missing. The Results: → Website 1 grew from zero to 278 clicks per day → Website 2 climbed from zero to 74 clicks per

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    • 3 Replies
    • 0 Reposts
    • 1 Likes
    • 1.3K Views
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